Product
The Solution
The idea for ResilienceAI came from our founder's own frustrations with the existing technology tools for institutional investors who need to combine financial research, climate research, and applied artificial intelligence.
ResilienceAI is an AI-native investment platform designed for institutional investors to automate climate due diligence, quantify physical and transition risks, and accelerate the net-zero transition. The platform integrates traditional financial data (3rd party, SEC filings, proprietary) with complex climate data (emissions, climate transition, geospatial hazards) into a unified, applied artificial intelligence tool.
Platform Technical Architecture:
- AI Engine: Powered by Google Gemini 3 Pro (for complex reasoning/reporting), Gemini 2.5 Flash (for low-latency tools), OpenAI GPT 5, Anthropic Claude 3, and utilizing Function Calling for data retrieval and RAG (Retrieval-Augmented Generation) for analyzing user-uploaded documents (PDF, CSV).
- Data Layer: A hybrid system combining static datasets (Company Financials, ESG Metrics) with dynamic, real-time ingestion (News feeds, User Files).
- Visualization: Uses Vega-Lite for dynamic, AI-generated charting and Google Maps Platform for 3D geospatial rendering.
Product Applications:
Research Application (Deep Dive Analysis): The central hub for qualitative research and unstructured data analysis. It mimics a chat interface but is engineered with specific investor "Personas" to guide the AI's reasoning.
Data Application (Quantitative Intelligence): A visualization-centric environment that bridges the gap between financial fundamentals and climate metrics.
News Application (Signal & Sentiment): A real-time monitoring engine designed to filter noise and identify material climate risks.
Spatial Application (Physical Risk Intelligence): A geospatial engine that translates climate models into asset-level financial risk.
Agents Application (Autonomous Workflows): The most advanced application, deploying coordinated "Swarms" of AI agents to perform complex, multi-step tasks that would take a human analyst days.
Learn More
ResilienceAI is built on the premise that the most significant challenge facing investors is not a lack of data, but a lack of decision-useful intelligence for the general institutional investor - portfolio managers, researchers, and CIOs. By bridging the gap between climate science and applied artificial intelligence, the platform provides the tools necessary to navigate the risks, capture the opportunities, and secure sustainable returns in a world being reshaped by climate change.
Product Infographics
Client Workflows
Private Equity - Active
Private Equity - Active
Private Equity - Active
Active investors in private equity are increasingly integrating climate into their investment strategies, due diligence, and value creation process across portfolio companies.
Private Credit - Active
Private Equity - Active
Private Equity - Active
Active investors in private debt are increasingly integrating climate into their lending portfolios, risk management, and valuation models across portfolio companies.
Real Assets
Private Equity - Active
Public Equity - Active
Active investors in real assets are increasingly analyzing physical climate risk for assets like real estate and natural resources, and focusing on resilience and efficiency.
Public Equity - Active
Public Equity - Active
Public Equity - Active
Active investors in public equity are increasingly integrating climate into their investment strategies, screening process, alpha strategies, and engagement with portfolio management.
Public Credit - Active
Public Equity - Active
Public Credit - Active
Active investors in public debt are increasingly integrating climate into their lending portfolios, risk management, and valuation models across portfolio companies.
Infrastructure
Public Equity - Active
Public Credit - Active
Active investors in infrastructure are increasingly evaluating long-term climare resilience and viability of companies and projects in renewable energy, smart grids, and transport.
Client Pain Points
Data Integration
Artificial Intelligence
Technology Platform
We provide unified solution
Technology Platform
Artificial Intelligence
Technology Platform
We provide unified solution
Climate Intelligence
Artificial Intelligence
Artificial Intelligence
We provide unified solution
Artificial Intelligence
Artificial Intelligence
Artificial Intelligence
We provide unified solution
Frequently Asked Questions
Please reach us at demo@climateresilience.ai if you cannot find an answer to your question.
No, our technology platform helps clients integrate structured and unstructured data from across their enterprise (including internal proprietary data sources and external 3rd party data sources) into multi-step AI workflows focused on solving pain points in the climate finance and climate investing process.
Our platform leverages the leading foundational AI models including OpenAI's GPT series, Anthropic's Claude, and Google's Gemini into a unified product solution that focuses on solving for our client's use cases in the climate finance and climate investing process.
Our clients use the ResilienceAI platform to sythesize all pertinent and available data sources, conduct deep research on the financial performance of companies and projects, conduct deep research on the climate performance of companies and projects, screen investment opportunities, benchmark opportunities against peer and industry groups, conduct due dilience on companies, and generate climate investment reports.
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